public static Experiment CreateBinaryClassificationExperiment(this AutoPipelineCatalog autoPipelineCatalog, IEnumerable <Column> columns, Experiment.Option option) { var pipelineBuilder = new PipelineBuilder(TaskType.BinaryClassification, false, true); var sweepablePipeline = pipelineBuilder.BuildPipeline(autoPipelineCatalog.Context, columns); return(autoPipelineCatalog.Context.AutoML().CreateExperiment(sweepablePipeline, option)); }
internal static SerializableCatalog Serializable(this AutoPipelineCatalog autoPipelineCatalog) { if (!cache.ContainsKey(autoPipelineCatalog)) { cache.Add(autoPipelineCatalog, new SerializableCatalog(autoPipelineCatalog.Context)); } return(cache[autoPipelineCatalog]); }